Quantum Differential Privacy: An Information Theory Perspective

22 February 2022

Papers citing "Quantum Differential Privacy: An Information Theory Perspective"

21 / 21 papers shown

Title
Generalization Bounds for Quantum Learning via Rényi Divergences Naqueeb Ahmad Warsi Ayanava Dasgupta Masahito Hayashi 12 0 0 16 May 2025
Query Complexity of Classical and Quantum Channel Discrimination Theshani Nuradha Mark M. Wilde 31 0 0 17 Apr 2025
A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Georgios Papadopoulos Shaltiel Eloul Yash Satsangi Jamie Heredge Niraj Kumar Chun-Fu Chen Marco Pistoia 51 0 0 17 Apr 2025
Differential Privacy Preserving Distributed Quantum Computing Hui Zhong Keyi Ju Jiachen Shen Xinyue Zhang Xiaoqi Qin Ohtsuki Tomoaki Miao Pan Zhu Han 75 0 0 16 Dec 2024
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing Theshani Nuradha Mark M. Wilde 33 6 0 26 Jun 2024
Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning David Winderl Nicola Franco J. M. Lorenz AAML 21 3 0 25 Apr 2024
Maximal $α$ -Leakage for Quantum Privacy Mechanisms Bo-Yu Yang Hsuan Yu Hao-Chung Cheng 24 0 0 21 Mar 2024
Measuring Quantum Information Leakage Under Detection Threat F. Farokhi Sejeong Kim 35 1 0 18 Mar 2024
Bridging Quantum Computing and Differential Privacy: Insights into Quantum Computing Privacy Yusheng Zhao Hui Zhong Xinyue Zhang Yuqing Li Chi Zhang Miao Pan 31 3 0 14 Mar 2024
Barycentric and Pairwise Renyi Quantum Leakage Farhad Farokhi 27 1 0 09 Feb 2024
Predominant Aspects on Security for Quantum Machine Learning: Literature Review Nicola Franco Alona Sakhnenko Leon Stolpmann Daniel Thuerck Fabian Petsch Annika Rüll J. M. Lorenz 23 9 0 15 Jan 2024
Limit Distribution Theory for Quantum Divergences Sreejith Sreekumar Mario Berta 23 2 0 22 Nov 2023
Expressibility-induced Concentration of Quantum Neural Tangent Kernels Li-Wei Yu Weikang Li Qi Ye Zhide Lu Zizhao Han Dong-Ling Deng 27 7 0 08 Nov 2023
Detecting Violations of Differential Privacy for Quantum Algorithms J. Guan Wang Fang Mingyu Huang Mingsheng Ying 34 11 0 09 Sep 2023
Maximal Information Leakage from Quantum Encoding of Classical Data F. Farokhi 27 5 0 24 Jul 2023
A unifying framework for differentially private quantum algorithms Armando Angrisani Mina Doosti E. Kashefi FedML 25 9 0 10 Jul 2023
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems Theshani Nuradha Ziv Goldfeld Mark M. Wilde 30 13 0 22 Jun 2023
Privacy Against Hypothesis-Testing Adversaries for Quantum Computing F. Farokhi 15 2 0 24 Feb 2023
Enhancing Quantum Adversarial Robustness by Randomized Encodings Weiyuan Gong D. Yuan Weikang Li D. Deng AAML 19 19 0 05 Dec 2022
Differential Privacy Amplification in Quantum and Quantum-inspired Algorithms Armando Angrisani Mina Doosti E. Kashefi 16 12 0 07 Mar 2022
Quantum Local Differential Privacy and Quantum Statistical Query Model Armando Angrisani E. Kashefi 32 11 0 07 Mar 2022